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Artificial Intelligence Art of possible on AWS

Wilfred JustinHead of AI/ML Evangelism09/11/2019

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AI is the new Electricity – Why so?

Neural networks date back decades. Why resurgence now?

Big Data

• Larger Data sets• Easy to collect• Store and process

Hardware

• Faster processors• GPUs• Massively parallel algorithms

Software

Improved techniquesBetter ModelsMore toolsFrameworks

ü Cloud computing platforms like AWS have democratized access to ITü AWS mission is to democratize AI

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Our mission at AWS

Put machine learning in the hands of every developer

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FRAMEWORKS INTERFACES INFRASTRUCTURE

AI Services

Broadest and deepest set of capabilities

T H E A W S M L S TA C K

VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS

ML Services

ML Frameworks + Infrastructure

P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D L E X F O R E C A S TR E K O G N I T I O NI M A G E

R E K O G N I T I O NV I D E O

T E X T R A C T P E R S O N A L I Z E

Ground Truth Notebooks Algorithms + Marketplace Reinforcement Learning Training Optimization Deployment HostingAmazon SageMaker

F P G A SE C 2 P 3& P 3 D N

E C 2 G 4 E C 2 C 5 I N F E R E N T I AG R E E N G R A S S E L A S T I CI N F E R E N C E

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W H Y A W S F O R M L ?

• Broadest and Deepest set of AI and Machine Learning servicesexpert practioners, data scientists and developers

• Support for multiple frameworks instead of just focusing on oneTensforFlow, Keras, PyTorch, MxNet

• Accelerate your adoption of machine Learning using SageMakerModel time from 6 months to week

• Optimized for machine learning10x better performance on algorithms and 2x performance increase using SageMaker Neo

• Reduce Cost70% cost reduction for data labeling – Ground Truth and 75% cost reduction on inference using Elastic Inference.

• Hence, more machine learning happens on AWS than anywhere else!

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10,000+ customers | 2x the customer references | 85% of TensorFlow projects in the cloud is on AWS

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Nonprofit/HealthcareGovernmentEducation

InstitutionsEdTechs

Federal / C

ivilState / Local

Shotspotter

Washington County Sheriff’s Office

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Let us leverage AI to provide better services to

citizensHealth care

• Model and better identify disease

incidents, exposure routes, and

Mosquito control interventions

• Medicare Fraud prevention

• Provide better services to the

disabled

Improve citizens lives

• Famine prevention

• Homelessness data analysis

• Poverty alienation

• Prevent child trafficking

Better services through Modernization

• conversational chat bots

• intelligent routing

• answering questions

• document translation

Smart City Solutions

• Travel time

• Intersection count

• Better route

• Parking help

• Pedestrian and bicycle pathway

count

Leverage Satellite technology

• Precision farming

• Precision geography

• Weather forecasting

Predictive maintenance

For equipment's used by armed forces -

Airforce, Navy and Army

National Security

• Sentiment analysis

• Video surveillance

• Image recognition

• Threat intelligence

Maintain the lead in innovation

• Robotics

• Automation

• Space Exploration

Drive efficiency up and cost down

• Digital transformation

• Automation

• Translation services

• Reduce paper work and backlogs

• Overcome resource constraints

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The goal of AI is to augment humans and not to replace

AI is a great technology that provides better accuracy, efficiency etc. The following clip drives the point.

The intent of Artificial Intelligence is not to replace, but to augment humans. I personally don’t believe in “AI could be the end of the human race”Humans will enforce ethics and boundaries and will use this technology for the good of mankind.

Human Brain

Super Computer

Human brain is unique with its intuition and capabilities!

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Secure Digital Core

SuccessFactors

PayrollS/4 HANA

Single Tenant Edition

Integrated Business Planning

Secure HANA Cloud

SAP Cloud Platform

SAP Analytics Cloud

Analytics | Planning |Predictive | IOT | AI | ML

Intelligent Suite

Customers that require more support forupgrades can incorporate a flexibleschedule of up to two updates per year

Open platform-as-a-service (PaaS) that delivers in-memorycapabilities, for building and extending intelligent cloudapplications

Supply chain planning solution with visibility,collaboration and the power of predictiveanalytics and machine learning technology

Offer a secure industry based payroll enginethat is seamlessly tied with a leading next-generation core HR system

Helps organizations turn purpose intoperformance by putting people at thecenter of business

Designed to run SAP workloads and ease thetransition from an on-premise environmentinto the cloud

Designed to help you draw meaningful insights from themassive volumes of data handled daily by your organization

AWS is the Infrastructure that powers NS2 CloudCreating value to the customers together

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Thank you!

For Further Questions and discussions:

AI.aws or ml.awswilfredj@amazon.com